William Alfred Peter Smith

Search results

• 2023

  EgoActive: Integrated wireless wearable sensors for capturing infant egocentric auditory-visual statistics and autonomic nervous system function ‘in the wild’

  Geangu, E., Smith, W. A. P., Mason, H. T., Priscilla Martinez-Cedillo, A., Hunter, D., Knight, M. I., Liang, H., Garcia De Soria Bazan, M. D. C., Ho Tse, Z. T., Rowland, T., Corpuz, D., Hunter, J., Singh, N., Vuong, Q., Abdelgayed, M. R. S., Mullineaux, D. R., Smith, S. L. & Muller, B., 16 Sept 2023, In: Sensors. 23, 18, 47 p., 7930.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• HexNet: An Orientation-aware Deep Learning Framework for Omni-directional Input

  Zhang, C., Liwicki, S., He, S., Smith, W. A. P. & Cipolla, R., 1 Dec 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, p. 14665-14681 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2022

  Applications of 3D Photography in Craniofacial Surgery

  Duncan, C., Pears, N. E., Dai, H., Smith, W. A. P. & O'Higgins, P., 19 Sept 2022, In: Journal of Paediatric Neurosciences. 17, 5, p. 21-28 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Outdoor inverse rendering from a single image using multiview self-supervision

  Yu, Y. & Smith, W. A. P., Jul 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 7, p. 3659-3675

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Structure-from-motion with varying principal point

  Smith, W. A. P., Lewinska, P. B. W., Cooper, M. A., Hancock, E. R., Dowdeswell, J. & Rippin, D., 17 Jun 2022, In: IEEE Geoscience and Remote Sensing Letters. 19, 5 p., 2001105.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Uncalibrated, Two Source Photo-Polarimetric Stereo

  Tozza, S., Zhu, D., Smith, W. A. P., Ramamoorthi, R. & Hancock, E. R., 1 Sept 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 9, p. 5747-5760 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Unravelling the long-term, locally-heterogenous response of Greenland glaciers observed in archival photography

  Cooper, M. A., Lewinska, P. B. W., Smith, W. A. P., Hancock, E. R., Dowdeswell, J. & Rippin, D., 23 Jun 2022, In: The Cryosphere. 16, 32 p., TC-2021-256.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2020

  A Shadow Constrained Conditional Generative Adversarial Net for SRTM Data Restoration

  Dong, G., Huang, W., Smith, W. A. P. & Ren, P., Feb 2020, In: Remote Sensing of Environment. 237, 14 p., 111602.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Evaluation of structure-from-motion for analysis of small-scale glacier dynamics

  Lewinska, P. B. W., Głowacki, O., Moskalik, M. & Smith, W. A. P., 8 Aug 2020, (E-pub ahead of print) In: Measurement. 168, p. 1-15 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Filling Voids in Elevation Models Using a Shadow-Constrained Convolutional Neural Network

  Dong, G., Huang, W., Smith, W. A. P. & Ren, P., 1 Apr 2020, In: IEEE Geoscience and Remote Sensing Letters. 17, 4, p. 592-596

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Statistical Modeling of Craniofacial Shape and Texture

  Dai, H., Pears, N. E., Smith, W. A. P. & Duncan, C., Feb 2020, In: International Journal of Computer Vision. 128, p. 547–571 25 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• SurfaceView: Seamless and tile-based orthomosaics using millions of street-level images from vehicle-mounted cameras

  Tanathong, S., Smith, W. A. P. & Remde, S., 1 Dec 2020, (E-pub ahead of print) In: IEEE Transactions on Intelligent Transportation Systems. 0, 16 p., 9275379.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Towards a complete 3D morphable model of the human head

  Ploumpis, S., Ververas, E., O'Sullivan, E., Moschoglou, S., Wang, H., Pears, N. E., Smith, W. A. P., Gecer, B. & Zafeiriou, S., 29 Apr 2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 0, 18 p., 9082178.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2019

  Augmenting a 3D Morphable Model of the Human Head with High Resolution Ears

  Dai, H., Pears, N. E. & Smith, W. A. P., 1 Dec 2019, In: Pattern Recognition Letters. 128, 378 p.

  Research output: Contribution to journal › Article › peer-review

• Height-from-Polarisation with Unknown Lighting or Albedo

  Smith, W. A. P., Ramamoorthi, R. & Tozza, S., 1 Dec 2019, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 12, p. 2875 - 2888 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• What Does 2D Geometric Information Really Tell Us About 3D Face Shape?

  Bas, A. & Smith, W. A. P., Oct 2019, In: International Journal of Computer Vision. 127, 10, p. 1455-1473 19 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2018

  Principal Geodesic Analysis in the Space of Discrete Shells

  Heeren, B., Zhang, C., Rumpf, M. & Smith, W. A. P., Aug 2018, In: Computer graphics forum. 37, 5, p. 173-184

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2017

  Structure-from-motion in Spherical Video using the von Mises-Fisher Distribution

  Guan, H. & Smith, W. A. P., Feb 2017, In: IEEE Transactions on Image Processing. 26, 2, p. 711-723 13 p., 7707455.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Symmetry-Aware Mesh Segmentation into Uniform Overlapping Patches

  Dessein, A. F., Smith, W. A. P., Wilson, R. C. & Hancock, E. R., Dec 2017, In: Computer graphics forum. 36, 8, p. 95-107 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2016

  Height from Photometric Ratio with Model-based Light Source Selection

  Smith, W. A. P. & Fang, F., Apr 2016, In: Computer Vision and Image Understanding. 145, p. 128-138 11 p.

  Research output: Contribution to journal › Article › peer-review

  File

• Manifold-based Constraints for Operations in Face Space

  Patel, A. & Smith, W. A. P., Apr 2016, In: Pattern recognition. 52, p. 206-217 12 p.

  Research output: Contribution to journal › Article › peer-review

  File

• Modelling the perceptual similarity of facial expressions from image statistics and neural responses

  Sormaz, M., Watson, D. M., Smith, W. A. P., Young, A. & Andrews, T., 1 Apr 2016, In: Neuroimage. 129, p. 64-71 8 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

• Statistical 3D Face Shape Estimation from Occluding Contours

  Sánchez-Escobedo, D., Castelán, M. & Smith, W. A. P., Jan 2016, In: Computer Vision and Image Understanding. 142, p. 111-124

  Research output: Contribution to journal › Article › peer-review

• 2015

  Editorial

  Hancock, E. R., Wilson, R. C., Bors, A. G. & Smith, W. A. P., Nov 2015, In: Pattern recognition. 48, 11, p. 3281-3282 2 p.

  Research output: Contribution to journal › Article
• 2013

  Face Recognition and Verification Using Photometric Stereo: The Photoface Database and a Comprehensive Evaluation

  Zafeiriou, S., Atkinson, G. A., Hansen, M. F., Smith, W. A. P., Argyriou, V., Petrou, M., Smith, M. L. & Smith, L. N., Jan 2013, In: Information Forensics and Security, IEEE Transactions on. 8, 1, p. 121-135 15 p., 6329434.

  Research output: Contribution to journal › Article › peer-review

• Inverse Rendering of Faces with a 3D Morphable Model

  Aldrian, O. & Smith, W. A. P., May 2013, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 35, 5, p. 1080-1093 14 p., 6313594.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
• 2012

  Automated Construction of Low Resolution Texture Mapped, Class Optimal Meshes

  Smith, W. A. P. & Patel, A., 2012, In: IEEE Transactions on Visualization and Computer Graphics. 18, 3, p. 434-446 13 p., 5887328.

  Research output: Contribution to journal › Article › peer-review

• Driving 3D Morphable Models Using Shading Cues

  Smith, W. A. P. & Patel, A., May 2012, In: Pattern recognition. 45, 5, p. 1993-2004 12 p.

  Research output: Contribution to journal › Article › peer-review
• 2011

  Gender discriminating models from facial surface normals

  Wu, J., Smith, W. A. P. & Hancock, E. R., Dec 2011, In: Pattern recognition. 44, 12, p. 2871-2886 16 p.

  Research output: Contribution to journal › Article › peer-review
• 2010

  Estimating Facial Reflectance Properties Using Shape-from-Shading

  Smith, W. A. P. & Hancock, E. R., Jan 2010, In: International Journal of Computer Vision. 86, 2-3, p. 152-170 19 p.

  Research output: Contribution to journal › Article › peer-review

• Facial gender classification using shape-from-shading

  Wu, J., Smith, W. A. P. & Hancock, E. R., Jun 2010, In: Image and Vision Computing. 28, 6, p. 1039-1048 10 p.

  Research output: Contribution to journal › Article › peer-review

• Refinement of digital elevation models from shadowing cues

  Hogan, J. & Smith, W. A. P., 2010, In: 2003 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL II, PROCEEDINGS. 0, p. 1181-1188 8 p.

  Research output: Contribution to journal › Article › peer-review
• 2009

  3D morphable face models revisited

  Patel, A. & Smith, W. A. P., 2009, In: Computer Vision and Pattern Recognition, IEEE Computer Society Conference on. 0, p. 1327-1334 8 p.

  Research output: Contribution to journal › Article › peer-review
• 2008

  Facial shape-from-shading and recognition using principal geodesic analysis and robust statistics

  Smith, W. A. P. & Hancock, E. R., 1 Jan 2008, In: International Journal of Computer Vision. 76, 1, p. 71-91 21 p.

  Research output: Contribution to journal › Article › peer-review

• Facial shape spaces from surface normals

  Ceolin, S., Smith, W. A. P. & Hancock, E., 2008, In: IMAGE ANALYSIS AND RECOGNITION, PROCEEDINGS. 5112, p. 955-965 11 p.

  Research output: Contribution to journal › Article › peer-review

• The M170 reflects a viewpoint-dependent representation for both familiar and unfamiliar faces

  Ewbank, M. P., Smith, W. A. P., Hancock, E. R. & Andrews, T. J., Feb 2008, In: Cerebral Cortex. 18, 2, p. 364-370 7 p.

  Research output: Contribution to journal › Article › peer-review
• 2007

  A coupled statistical model for face shape recovery from brightness images

  Castelan, M., Smith, W. A. P. & Hancock, E. R., Apr 2007, In: IEEE Transactions on Image Processing. 16, 4, p. 1139 - 1151 13 p.

  Research output: Contribution to journal › Article › peer-review
• 2006

  A coupled statistical model for face shape recovery

  Castelan, M., Smith, W. A. P. & Hancock, E. R., 2006, In: STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, PROCEEDINGS. 4109, p. 898-906 9 p.

  Research output: Contribution to journal › Article › peer-review

• Estimating cast shadows using SFS and class-based surface completion

  Smith, W. A. P. & Hancock, E. R., 2006, In: 18th International Conference on Pattern Recognition, Vol 1, Proceedings. p. 86-90 5 p.

  Research output: Contribution to journal › Article › peer-review

• Estimating facial albedo from a single image

  Smith, W. A. P. & Hancock, E. R., Sept 2006, In: INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. 20, 6, p. 955-970 16 p.

  Research output: Contribution to journal › Article › peer-review

• Face recognition using patch-based spin images

  Li, Y., Smith, W. A. P. & Hancock, E. R., 2006, In: 18th International Conference on Pattern Recognition, Vol 1, Proceedings. p. 408-411 4 p.

  Research output: Contribution to journal › Article › peer-review

• Face recognition with region division and spin images

  Li, Y., Smith, W. A. P. & Hancock, E. R., 2006, In: INTEGRATED CIRCUIT AND SYSTEMS DESIGN: POWER AND TIMING MODELING, OPTIMIZATION AND SIMULATION. 4225, p. 109-117 9 p.

  Research output: Contribution to journal › Article › peer-review

• Facial shadow removal

  Smith, W. A. P. & Hancock, E. R., 2006, In: STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, PROCEEDINGS. 4109, p. 569-577 9 p.

  Research output: Contribution to journal › Article › peer-review

• Gender classification using principal geodesic analysis and Gaussian mixture models

  Wu, J., Smith, W. A. P. & Hancock, E. R., 2006, In: INTEGRATED CIRCUIT AND SYSTEMS DESIGN: POWER AND TIMING MODELING, OPTIMIZATION AND SIMULATION. 4225, p. 58-67 10 p.

  Research output: Contribution to journal › Article › peer-review

• Recovering facial shape using a statistical model of surface normal direction

  Smith, W. A. P. & Hancock, E. R., Dec 2006, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 28, 12, p. 1914-1930 17 p.

  Research output: Contribution to journal › Article › peer-review

  File
• 2005

  A model-based method for face shape recovery

  Smith, W. A. P. & Hancock, E. R., 2005, In: PATTERN RECOGNITION AND IMAGE ANALYSIS, PT 1, PROCEEDINGS. 3522, p. 268-276 9 p.

  Research output: Contribution to journal › Article › peer-review

• Coupled statistical face reconstruction

  Smith, W. A. P. & Hancock, E. R., 2005, In: COMPUTER ANALYSIS OF IMAGES AND PATTERNS, PROCEEDINGS. 3691, p. 153-161 9 p.

  Research output: Contribution to journal › Article › peer-review

• Estimating the albedo map of a face from a single image

  Smith, W. A. P. & Hancock, E. R., 2005, In: 2005 International Conference on Image Processing (ICIP), Vols 1-5. p. 3069-3072 4 p.

  Research output: Contribution to journal › Article › peer-review

• Face recognition using a surface normal model

  Smith, W. A. P. & Hancock, E. R., 2005, In: IMAGE ANALYSIS AND PROCESSING - ICIAP 2005, PROCEEDINGS. 3617, p. 423-430 8 p.

  Research output: Contribution to journal › Article › peer-review

• Recovering facial shape and albedo using a statistical model of surface normal direction

  Smith, W. A. P. & Hancock, E. R., 2005, In: TENTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1 AND 2, PROCEEDINGS. p. 588-595 8 p.

  Research output: Contribution to journal › Article › peer-review